Commit Graph

1 Commits

Author SHA1 Message Date
jze9
d73341d3a2 Add (mu+lambda) evolutionary optimizer with Nelder-Mead polish (Stage 6 complete)
- optim/worker_context.py: shared per-process DB/bounds init, extracted
  from sweep.py so evolutionary.py doesn't reach into another module's
  private state
- optim/objective.py: build_run_record() shared between sweep and
  evolutionary so both write identically-shaped rows
- optim/evolutionary.py: tournament selection, whole-stage-swap crossover,
  elitism, structural mutation (stage count itself evolves), then a serial
  Nelder-Mead polish of the best genome's continuous parameters with
  discrete component choices frozen
- Found and fixed a real crash: crossover() indexed into an empty
  inter_stage_gaps_m list when both parents had only 1 stage (0 gaps),
  raising IndexError. Fixed the fallback to only choose from gaps that
  actually exist, defaulting to a neutral value (clipped later by
  repair()) when neither parent has one. Added a regression test.
- Verified 59/59 tests pass both locally and inside the Docker image

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-06 20:36:10 +05:00